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Outline Discussion Problem Formulation Scenario Models Stochastic Programming Linear Programming Chance- Constrained Programming Integrated Chance Constraints Introduced by Klein Haneveld [1986] Not only the probability of underfunding is important, but also the amount of underfunding (conceptually close to conditional surplus-at-risk CSaR) is important Where is the shortfall parameter